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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

social-research-mcp

An MCP server for cross-platform social media research that enables scraping, semantic search, and analysis across seven major social platforms. It uses Apify for data retrieval and stores results in a local database for AI-powered trend detection and profile analysis.

Wikipedia MCP Server

Provides Claude with real-time access to Wikipedia through four essential tools: search articles, get full content, retrieve summaries, and find related articles. Enables comprehensive Wikipedia research workflows with structured data access and no API keys required.

RAGDocs (Vector Documentation Search)

MCP (Model Context Protocol) Server. Enables semantic documentation search and retrieval using vector databases, allowing for URL extraction, source management, and indexing queues with support for multiple embedding providers including Ollama and OpenAI.

7 tools

Omni-MCP

A universal resource server that enables AI models to mount local folders, scrape web pages into Markdown, and query SQLite databases without writing code. It features a real-time TUI dashboard and persistent configuration for managing diverse knowledge sources.

Web Analysis MCP

An intelligent web search and analysis server that combines SearXNG searching with Creeper crawling and LLM summarization. It features smart domain filtering and categorization to process web content efficiently without exceeding token limits.

1 tool

GonMCPtool

A TypeScript-based Model Context Protocol toolkit that enables AI to interact with code files, manage translations, build projects, and search for files and code content.

Levels of Self

Provides access to thousands of interactive self-awareness scenarios, behavioral archetypes, and breakthrough exercises from the Levels of Self development game. It enables AI assistants to guide users through pattern recognition and developmental coaching across seven levels of self-awareness.

chainlink-feeds-mcp

An MCP server that provides real-time access to Chainlink's decentralized on-chain price feeds, optimized for seamless integration into AI agents and autonomous systems.

@klevercv/mcp-server

MCP server for KlevrCV — resume generation via AI agents

OpenXAI MCP Server

Provides tools for evaluating and benchmarking AI explanation methods through a standard interface that can be used with AI assistants and MCP-compatible applications.

MCP Local Database Server

Enables task management through a local MySQL database, supporting full CRUD operations and automated tracking of status transitions. Users can create, search, and update tasks while maintaining a detailed progress history for all activities.

21st.dev Magic AI Agent

A powerful AI-driven tool that helps developers create beautiful, modern UI components instantly through natural language descriptions.

KiCad MCP Server

A specialized MCP server that provides natural language search and detailed metadata retrieval for KiCad component libraries using a high-performance SQLite FTS5 index.

4 tools

MCP Appointment Booking Server

An MCP server that enables users to book, cancel, reschedule, and list appointments through natural language interactions. It uses YAML configurations for agent behavior and function logic to manage appointment data and availability.

claude-orator-mcp

An MCP server for prompt optimization in Claude Code

llm-advisor

Real-time LLM/VLM benchmarks, pricing, and recommendations. 336+ models, 5 sources.

Recall

A long-term memory system featuring semantic search, relationship tracking, and namespace isolation to provide persistent context for AI assistants.

6 tools

mcp-yeoman

A Model Context Protocol (MCP) server that provides integration with Yeoman generators, allowing AI agents to search for and run Yeoman templates programmatically.

MCP MQTT Server

Enables LLM agents to interact with MQTT brokers through publish, subscribe, and query operations. Provides fine-grained topic permissions with wildcard support for secure IoT device communication and sensor data access.

AgentPay

MCP server for AgentPay — the payment gateway for autonomous AI agents. Fund a wallet once, give your agent the key, and it discovers, provisions, and pays for tool APIs on its own. One key, every tool.

Kali MCP Server

Enables LLMs to execute Kali Linux security tools like nmap, sqlmap, and hydra in a secure, sandboxed environment. Provides both MCP and HTTP API interfaces for penetration testing and security assessment tasks.

FilesystemMCP

A local, customizable MCP server for filesystem access that extends the official Anthropic implementation with additional tools and functionality. It enables users to securely read, write, edit, and manage files and directories within specific allowed local paths.

Coreflux MQTT MCP Server

A specialized MCP server for Coreflux MQTT brokers that allows AI assistants to manage permission rules, routes, models, and actions, while also generating LOT code from natural language.

14 tools

Linear

A Linear integration for MCP that enables AI models to manage the full issue lifecycle, including creating, updating, searching, and commenting on tickets directly within their workflow.

5 tools

mcp-telegram

An MCP server that wraps the Telegram Bot API into semantic tools for LLM agents, supporting multi-bot management for sending and receiving messages. It enables agents to send text, photos, and documents, as well as fetch recent updates from multiple configured Telegram bots.

MCP AI Server

A modular tool that combines RAG-based retrieval with Pinecone vector storage to create intelligent assistants capable of answering domain-specific questions from your knowledge base.

Slack Max API MCP

An MCP server that provides comprehensive access to the Slack Web API, enabling AI agents to search messages, manage channels, and create canvases. It features 13 core tools and over 300 dynamic methods for complete automation of Slack workspace operations.

Obsidian MCP Tool Server

Provides an MCP server that allows AI assistants to interact with Obsidian vaults, enabling reading/writing notes, managing metadata, searching content, and working with daily notes.

arc-agent-mcp

searchAPI-mcp

A Model Context Protocol (MCP) based search API server that provides standardized access to Google Maps, Google Flights, Google Hotels and other services. This server enables AI assistants to access various search services through a unified interface.